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Issue Date Title Author(s) Journal View
2022-07-14
QuiltNet: Efficient Deep Learning Inference on Multi-Chip Accelerators Using Model Partitioning

Park, Jongho ;  Kwon, Hyuk-jun ;  Kim, Seowoo ;  Lee, Junyoung ;  Ha, Minho ;  Lim, Euicheol ;  Imani, Mohsen ;  Kim, Yeseong

Design Automation Conference, pp.1159 - 1164, 2022-07-14

 7
2022-07-12
Neural Computation for Robust and Holographic Face Detection

Imani, Mohsen ;  Zakeri, Ali ;  Chen, Hanning ;  Kim, TaeHyun ;  Poduval, Prathyush ;  Lee, Hyunsei ;  Kim, Yeseong ;  Sadredini, Elaheh ;  Imani, Farhad

Design Automation Conference, pp.31 - 36, 2022-07-12

 8
2022-07-10
Adaptive neural recovery for highly robust brain-like representation

Poduval, Poduval ;  Ni, Yang ;  Kim, Yeseong ;  Ni, Kai ;  Kumar, Raghavan ;  Cammarota, Rossario ;  Imani, Mohsen

Design Automation Conference, pp.367 - 372, 2022-07-10

 5
2021-11-03
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture

Kim, Yeseong ;  Imani, Mohsen ;  Gupta, Saransh ;  Zhou, Minxuan ;  Rosing, Tajana S.

IEEE/ACM International Conference on Computer-Aided Design, pp.1 - 9, 2021-11-03

 7
2021-12-05
CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing

Kim, Yeseong ;  Kim, Jiseung ;  Imani, Mohsen

Design Automation Conference, pp.775 - 780, 2021-12-05

 7
2022-01-18
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training

Kang, Jaeyoung ;  Khaleghi, Behnam ;  Kim, Yeseong ;  Rosing, Tajana

27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022, pp.220 - 225, 2022-01-18

 7
2021-02-27
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures

Imani, Mohsen ;  Zou, Zhuowen ;  Bosch, Samuel ;  Rao, Sanjay Anantha ;  Salamat, Sahand ;  Kumar, Venkatesh ;  Kim, Yeseong ;  Rosing, Tajana

International Symposium on High-Performance Computer Architecture, pp.221 - 234, 2021-02-27

 8
2022-06-18
BioHD: An Efficient Genome Sequence Search Platform Using HyperDimensional Memorization

Zou, Zhuowen ;  Chen, Hanning ;  Poduval, Prathyush ;  Kim, Yeseong ;  Imani, Mahdi ;  Sadredini, Elaheh ;  Cammarota, Rosario ;  Imani, Mohsen

ACM/IEEE International Symposium on Computer Architecture, pp.656 - 669, 2022-06-18

 6
2022-02-22
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression

Park, Jisung ;  Kim, Jeonggyun ;  Kim, Yeseong ;  Lee, Sungjin ;  Mutlu, Onur

USENIX Conference on File and Storage Technologies, pp.247 - 263, 2022-02-22

 11
2022-03-17
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge

Ni, Yang ;  Kim, Yeseong ;  Rosing, Tajana ;  Imani, Mohsen

Design Automation and Test in Europe Conference, pp.292 - 297, 2022-03-17

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